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Journal of Applied Geodesy

Editor-in-Chief: Kahmen, Heribert / Rizos, Chris

4 Issues per year


CiteScore 2016: 1.09

SCImago Journal Rank (SJR) 2016: 0.367
Source Normalized Impact per Paper (SNIP) 2016: 0.908

Online
ISSN
1862-9024
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Volume 4, Issue 4 (Jan 2010)

Issues

Application of artificial intelligence in Geodesy – A review of theoretical foundations and practical examples

Alexander Reiterer / Uwe Egly / Tanja Vicovac / Enrico Mai / Shahram Moafipoor / Dorota A. Grejner-Brzezinska / Charles K. Toth
Published Online: 2010-12-20 | DOI: https://doi.org/10.1515/jag.2010.020

Abstract

Artificial Intelligence (AI) is one of the key technologies in many of today's novel applications. It is used to add knowledge and reasoning to systems. This paper illustrates a review of AI methods including examples of their practical application in Geodesy like data analysis, deformation analysis, navigation, network adjustment, and optimization of complex measurement procedures. We focus on three examples, namely, a geo-risk assessment system supported by a knowledge-base, an intelligent dead reckoning personal navigator, and evolutionary strategies for the determination of Earth gravity field parameters. Some of the authors are members of IAG Sub-Commission 4.2 – Working Group 4.2.3, which has the main goal to study and report on the application of AI in Engineering Geodesy.

Keywords.: Artificial Intelligence; Knowledge-Based Systems; Fuzzy Logic; Artificial Neural Networks; evolutionary strategies; Geo-Monitoring; Navigation; Gravity Field Determination

About the article

Received: 2010-09-24

Accepted: 2010-10-27

Published Online: 2010-12-20

Published in Print: 2010-12-01


Citation Information: Journal of Applied Geodesy, ISSN (Online) 1862-9024, ISSN (Print) 1862-9016, DOI: https://doi.org/10.1515/jag.2010.020.

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[1]
S. Moafipoor, D. A. Grejner-Brzezinska, and C. K. Toth
Journal of Navigation, 2012, Volume 65, Number 04, Page 635

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